Systems that had to work in production.
Four delivered engagements, grouped by what the constraint was. For the full challenge / approach / measured-outcome account of each, see Case Studies →
A selection of delivered engagements where the constraint was not the technology — it was a market that seemed too small, a channel that did not exist, or a physical distribution network that had to be built from zero.
CRM & commercial infrastructure
Long-cycle commercial engineering: sales structure, CRM and distribution networks built for operations that could not afford to miss the target.
Nível Cashback
The challenge: build a sales operation capable of sustaining aggressive growth in a cashback retail model.
What was delivered: a CRM and sales structure that reached 5,000 users and issued 30,000 invoices per month automatically — within one year.
- Sales pipeline and CRM build
- Automated invoice issuance at scale
- 5,000 active users in 12 months
FuXion
The challenge: take an imported food product from Peru to market in Brazil with no existing distribution network.
What was delivered: a complete distribution network, built from scratch — import, channel structuring and CRM for the sales force.
- Distribution network created from zero
- Import and channel structure
- CRM for the sales operation
Texas OilTech Laboratories
The challenge: enter a niche with very few addressable buyers — laboratories testing petroleum and derivatives in Brazil, a market dominated by a single state player and driven by public tender.
What was delivered: a supplier registration campaign across 50+ procurement portals, plus continuous mapping and enrichment of every Brazilian CNPJ with purchasing potential for the laboratory.
- Registered as supplier on 50+ portals
- Full CNPJ mapping of the addressable market
- Continuous enrichment and outreach routine
This is the Data Moat applied as a commercial instrument: when the market is tiny, the only way in is to know every single buyer.
Super Agentes
The challenge: make small businesses visible and findable online without a marketing team.
What was delivered: a training program on Google Business Profile optimization and digital structure — delivered to 1,300+ participants.
- Google Business Profile optimization method
- Digital presence structure for local business
- 5,000+ students trained
Technical delivery under our own stack
The same infrastructure that powers commercial projects also runs industrial risk work — proprietary compute, proprietary data, auditable output.
| Risk studies | Process risk studies and consequence modeling — dispersion, fire and explosion scenarios, run on the Kernel H3X engine. |
| Regulatory programs | Risk management programs and emergency plans audited against API 579/581, CCPS and IEC 61882 references. |
| Satellite monitoring | Thermal-signature detection across eight critical Brazilian industrial zones, using NASA FIRMS (MODIS/VIIRS). |
| Industrial intelligence | National-scale market mapping — 62M+ companies, 6.48M B2B leads, 454k procurement portals. |
Delivered by an agent fleet, reviewed by people
Every project runs on autonomous agents for collection, normalization and analysis — with a technical team holding judgment and accountability.
What project is in front of you today?
Describe the problem and we will come back with a scope — no commitment required.